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	<title>Comments on: Location data collecting smart-phones</title>
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	<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/</link>
	<description>All about electronics and circuit design</description>
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		<title>By: Tomi Engdahl</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15189</link>
		<dc:creator><![CDATA[Tomi Engdahl]]></dc:creator>
		<pubDate>Wed, 11 Dec 2013 06:53:03 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15189</guid>
		<description><![CDATA[New documents show how the NSA infers relationships based on mobile location data
http://www.washingtonpost.com/blogs/the-switch/wp/2013/12/10/new-documents-show-how-the-nsa-infers-relationships-based-on-mobile-location-data/

Everyone who carries a cellphone generates a trail of electronic breadcrumbs that records everywhere they go. Those breadcrumbs reveal a wealth of information about who we are, where we live, who our friends are and much more. And as we reported last week, the National Security Agency is collecting location information in bulk — 5 billion records per day worldwide — and using sophisticated algorithms to assist with U.S. intelligence-gathering operations.

How do they do it? And what can they learn from location data? The latest documents show the extent of the location-tracking program we first reported last week.

The NSA doesn’t just have the technical capabilities to collect location-based data in bulk. A 24-page NSA white paper shows that the agency has a powerful suite of algorithms, or data sorting tools, that allow it to learn a great deal about how people live their lives.

Those tools allow the agency to perform analytics on a global scale, examining data collected about potentially everyone’s movements in order to flag new surveillance targets.

For example, one NSA program, code-named Fast Follower, was developed to allow the NSA to identify who might have been assigned to tail American case officers at stations overseas. By correlating an officer’s cellphone signals to those of foreign nationals in the same city, the NSA is able to figure out whether anyone is moving in tandem with the U.S. officer.]]></description>
		<content:encoded><![CDATA[<p>New documents show how the NSA infers relationships based on mobile location data<br />
<a href="http://www.washingtonpost.com/blogs/the-switch/wp/2013/12/10/new-documents-show-how-the-nsa-infers-relationships-based-on-mobile-location-data/" rel="nofollow">http://www.washingtonpost.com/blogs/the-switch/wp/2013/12/10/new-documents-show-how-the-nsa-infers-relationships-based-on-mobile-location-data/</a></p>
<p>Everyone who carries a cellphone generates a trail of electronic breadcrumbs that records everywhere they go. Those breadcrumbs reveal a wealth of information about who we are, where we live, who our friends are and much more. And as we reported last week, the National Security Agency is collecting location information in bulk — 5 billion records per day worldwide — and using sophisticated algorithms to assist with U.S. intelligence-gathering operations.</p>
<p>How do they do it? And what can they learn from location data? The latest documents show the extent of the location-tracking program we first reported last week.</p>
<p>The NSA doesn’t just have the technical capabilities to collect location-based data in bulk. A 24-page NSA white paper shows that the agency has a powerful suite of algorithms, or data sorting tools, that allow it to learn a great deal about how people live their lives.</p>
<p>Those tools allow the agency to perform analytics on a global scale, examining data collected about potentially everyone’s movements in order to flag new surveillance targets.</p>
<p>For example, one NSA program, code-named Fast Follower, was developed to allow the NSA to identify who might have been assigned to tail American case officers at stations overseas. By correlating an officer’s cellphone signals to those of foreign nationals in the same city, the NSA is able to figure out whether anyone is moving in tandem with the U.S. officer.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Tomi Engdahl</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15188</link>
		<dc:creator><![CDATA[Tomi Engdahl]]></dc:creator>
		<pubDate>Thu, 05 Dec 2013 08:56:22 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15188</guid>
		<description><![CDATA[NSA tracking cellphone locations worldwide, Snowden documents show
http://www.washingtonpost.com/world/national-security/nsa-tracking-cellphone-locations-worldwide-snowden-documents-show/2013/12/04/5492873a-5cf2-11e3-bc56-c6ca94801fac_story.html

The National Security Agency is gathering nearly 5 billion records a day on the whereabouts of cellphones around the world, according to top-secret documents and interviews with U.S. intelligence officials, enabling the agency to track the movements of individuals — and map their relationships — in ways that would have been previously unimaginable.

The records feed a vast database that stores information about the locations of at least hundreds of millions of devices, according to the officials and the documents, which were provided by former NSA contractor Edward Snowden. New projects created to analyze that data have provided the intelligence community with what amounts to a mass surveillance tool.

The NSA does not target Americans’ location data by design, but the agency acquires a substantial amount of information on the whereabouts of domestic cellphones “incidentally,” a legal term that connotes a foreseeable but not deliberate result.

One senior collection manager, speaking on the condition of anonymity but with permission from the NSA, said “we are getting vast volumes” of location data from around the world by tapping into the cables that connect mobile networks globally and that serve U.S. cellphones as well as foreign ones.

U.S. officials said the programs that collect and analyze location data are lawful and intended strictly to develop intelligence about foreign targets.

The NSA has no reason to suspect that the movements of the overwhelming majority of cellphone users would be relevant to national security. Rather, it collects locations in bulk because its most powerful analytic tools — known collectively as CO-TRAVELER — allow it to look for unknown associates of known intelligence targets by tracking people whose movements intersect.

CO-TRAVELER and related tools require the methodical collection and storage of location data on what amounts to a planetary scale.

“One of the key components of location data, and why it’s so sensitive, is that the laws of physics don’t let you keep it private,”

The number of Americans whose locations are tracked as part of the NSA’s collection of data overseas is impossible to determine from the Snowden documents alone, and senior intelligence officials declined to offer an estimate.

“It’s awkward for us to try to provide any specific numbers,”]]></description>
		<content:encoded><![CDATA[<p>NSA tracking cellphone locations worldwide, Snowden documents show<br />
<a href="http://www.washingtonpost.com/world/national-security/nsa-tracking-cellphone-locations-worldwide-snowden-documents-show/2013/12/04/5492873a-5cf2-11e3-bc56-c6ca94801fac_story.html" rel="nofollow">http://www.washingtonpost.com/world/national-security/nsa-tracking-cellphone-locations-worldwide-snowden-documents-show/2013/12/04/5492873a-5cf2-11e3-bc56-c6ca94801fac_story.html</a></p>
<p>The National Security Agency is gathering nearly 5 billion records a day on the whereabouts of cellphones around the world, according to top-secret documents and interviews with U.S. intelligence officials, enabling the agency to track the movements of individuals — and map their relationships — in ways that would have been previously unimaginable.</p>
<p>The records feed a vast database that stores information about the locations of at least hundreds of millions of devices, according to the officials and the documents, which were provided by former NSA contractor Edward Snowden. New projects created to analyze that data have provided the intelligence community with what amounts to a mass surveillance tool.</p>
<p>The NSA does not target Americans’ location data by design, but the agency acquires a substantial amount of information on the whereabouts of domestic cellphones “incidentally,” a legal term that connotes a foreseeable but not deliberate result.</p>
<p>One senior collection manager, speaking on the condition of anonymity but with permission from the NSA, said “we are getting vast volumes” of location data from around the world by tapping into the cables that connect mobile networks globally and that serve U.S. cellphones as well as foreign ones.</p>
<p>U.S. officials said the programs that collect and analyze location data are lawful and intended strictly to develop intelligence about foreign targets.</p>
<p>The NSA has no reason to suspect that the movements of the overwhelming majority of cellphone users would be relevant to national security. Rather, it collects locations in bulk because its most powerful analytic tools — known collectively as CO-TRAVELER — allow it to look for unknown associates of known intelligence targets by tracking people whose movements intersect.</p>
<p>CO-TRAVELER and related tools require the methodical collection and storage of location data on what amounts to a planetary scale.</p>
<p>“One of the key components of location data, and why it’s so sensitive, is that the laws of physics don’t let you keep it private,”</p>
<p>The number of Americans whose locations are tracked as part of the NSA’s collection of data overseas is impossible to determine from the Snowden documents alone, and senior intelligence officials declined to offer an estimate.</p>
<p>“It’s awkward for us to try to provide any specific numbers,”</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: blackberry tracking</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15187</link>
		<dc:creator><![CDATA[blackberry tracking]]></dc:creator>
		<pubDate>Wed, 20 Nov 2013 16:20:41 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15187</guid>
		<description><![CDATA[You actually make it seem so easy with your presentation but I find this matter to be actually something that
I think I would never understand. It seems too complex and very broad for me.

I&#039;m looking forward for your next post, I will try to get the hang of
it!]]></description>
		<content:encoded><![CDATA[<p>You actually make it seem so easy with your presentation but I find this matter to be actually something that<br />
I think I would never understand. It seems too complex and very broad for me.</p>
<p>I&#8217;m looking forward for your next post, I will try to get the hang of<br />
it!</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: police sirens</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15186</link>
		<dc:creator><![CDATA[police sirens]]></dc:creator>
		<pubDate>Sun, 28 Jul 2013 02:09:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15186</guid>
		<description><![CDATA[I am looking for a gps tracking program for a laptop, so if my laptop was stolen i could find it. All i want it to do is give me the location of the laptop, nothing else is needed, but if it was the same price that would be good. If anyone knows a gps chip that i could put in a laptop case or somewhere on the laptop and can track it from another computer. Thanks.]]></description>
		<content:encoded><![CDATA[<p>I am looking for a gps tracking program for a laptop, so if my laptop was stolen i could find it. All i want it to do is give me the location of the laptop, nothing else is needed, but if it was the same price that would be good. If anyone knows a gps chip that i could put in a laptop case or somewhere on the laptop and can track it from another computer. Thanks.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Tomi</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15185</link>
		<dc:creator><![CDATA[Tomi]]></dc:creator>
		<pubDate>Thu, 09 May 2013 20:06:30 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15185</guid>
		<description><![CDATA[Tool reveals Apple user locations
http://www.scmagazine.com.au/News/342593,tool-reveals-apple-user-locations.aspx

A Melbourne-based researcher has created a tool which uses Apple&#039;s location services, combined with data iPhones and iPads disclose when they join wifi networks, to potentially reveal where users live.

The tool works by accessing Apple&#039;s database of wireless access points, which is collected by iPhones and iPads that have GPS and wifi location services enabled.

Most iPhones and iPads regularly submit information about access points within range to Apple, regardless of whether users connect to them.

Apple uses this &#039;crowd-sourced&#039; data to run its location services, however the location database is not meant to be public.

His proof of concept Python application, iSniff GPS, uses this process to allow users to view maps of nearby access points.

&quot;You can send Apple a single MAC address of a wifi router and they will send back a result set including the GPS coordinates of that MAC address and about 400 others,” Seiwert said.]]></description>
		<content:encoded><![CDATA[<p>Tool reveals Apple user locations<br />
<a href="http://www.scmagazine.com.au/News/342593,tool-reveals-apple-user-locations.aspx" rel="nofollow">http://www.scmagazine.com.au/News/342593,tool-reveals-apple-user-locations.aspx</a></p>
<p>A Melbourne-based researcher has created a tool which uses Apple&#8217;s location services, combined with data iPhones and iPads disclose when they join wifi networks, to potentially reveal where users live.</p>
<p>The tool works by accessing Apple&#8217;s database of wireless access points, which is collected by iPhones and iPads that have GPS and wifi location services enabled.</p>
<p>Most iPhones and iPads regularly submit information about access points within range to Apple, regardless of whether users connect to them.</p>
<p>Apple uses this &#8216;crowd-sourced&#8217; data to run its location services, however the location database is not meant to be public.</p>
<p>His proof of concept Python application, iSniff GPS, uses this process to allow users to view maps of nearby access points.</p>
<p>&#8220;You can send Apple a single MAC address of a wifi router and they will send back a result set including the GPS coordinates of that MAC address and about 400 others,” Seiwert said.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Panzer Spiele</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15184</link>
		<dc:creator><![CDATA[Panzer Spiele]]></dc:creator>
		<pubDate>Sun, 14 Apr 2013 11:53:35 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15184</guid>
		<description><![CDATA[Magnificent goods from you, man. I have understand your stuff previous to and you&#039;re just extremely excellent. I really like what you&#039;ve acquired here, certainly like what you&#039;re stating and the way in which you say it. You make it enjoyable and you still take care of to keep it smart. I can&#039;t wait to read much more from you. This is actually a tremendous web site.]]></description>
		<content:encoded><![CDATA[<p>Magnificent goods from you, man. I have understand your stuff previous to and you&#8217;re just extremely excellent. I really like what you&#8217;ve acquired here, certainly like what you&#8217;re stating and the way in which you say it. You make it enjoyable and you still take care of to keep it smart. I can&#8217;t wait to read much more from you. This is actually a tremendous web site.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Tomi Engdahl</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15183</link>
		<dc:creator><![CDATA[Tomi Engdahl]]></dc:creator>
		<pubDate>Sun, 07 Apr 2013 20:02:55 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15183</guid>
		<description><![CDATA[Unique in the Crowd: The privacy bounds of human mobility
http://www.nature.com/srep/2013/130325/srep01376/full/srep01376.html

We study fifteen months of human mobility data for one and a half million individuals and find that human mobility traces are highly unique. In fact, in a dataset where the location of an individual is specified hourly, and with a spatial resolution equal to that given by the carrier&#039;s antennas, four spatio-temporal points are enough to uniquely identify 95% of the individuals.

the uniqueness of mobility traces decays approximately as the 1/10 power of their resolution. Hence, even coarse datasets provide little anonymity.

Modern information technologies such as the Internet and mobile phones, however, magnify the uniqueness of individuals, further enhancing the traditional challenges to privacy. Mobility data is among the most sensitive data currently being collected.]]></description>
		<content:encoded><![CDATA[<p>Unique in the Crowd: The privacy bounds of human mobility<br />
<a href="http://www.nature.com/srep/2013/130325/srep01376/full/srep01376.html" rel="nofollow">http://www.nature.com/srep/2013/130325/srep01376/full/srep01376.html</a></p>
<p>We study fifteen months of human mobility data for one and a half million individuals and find that human mobility traces are highly unique. In fact, in a dataset where the location of an individual is specified hourly, and with a spatial resolution equal to that given by the carrier&#8217;s antennas, four spatio-temporal points are enough to uniquely identify 95% of the individuals.</p>
<p>the uniqueness of mobility traces decays approximately as the 1/10 power of their resolution. Hence, even coarse datasets provide little anonymity.</p>
<p>Modern information technologies such as the Internet and mobile phones, however, magnify the uniqueness of individuals, further enhancing the traditional challenges to privacy. Mobility data is among the most sensitive data currently being collected.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Tomi Engdahl</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15182</link>
		<dc:creator><![CDATA[Tomi Engdahl]]></dc:creator>
		<pubDate>Fri, 05 Apr 2013 09:46:37 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15182</guid>
		<description><![CDATA[Why Facebook Home bothers me: It destroys any notion of privacy
http://gigaom.com/2013/04/04/why-facebook-home-bothers-me-it-destroys-any-notion-of-privacy/

Facebook’s history as a repeat offender on privacy, and playing loose and easy with our data means that need to be even more vigilant about privacy issues, thanks to this Home app/faux-OS.

The new Home app/UX/quasi-OS is deeply integrated into the Android environment. It takes an effort to shut it down,  because Home’s whole premise is to be always on and be the dashboard to your social world.

But there is a bigger worry. The phone’s GPS can send constant information back to the Facebook servers, telling it your whereabouts at any time.

So if your phone doesn’t move from a single location between the hours of 10 p.m. and 6 a.m. for say a week or so, Facebook can quickly deduce the location of your home. Facebook will be able to pinpoint on a map where your home is, whether you share your personal address with the site or not.

This future is going to happen – and it is too late to debate. However, the problem is that Facebook is going to use all this data — not to improve our lives — but to target better marketing and advertising messages at us. Zuckerberg made no bones about the fact that Facebook will be pushing ads on Home.]]></description>
		<content:encoded><![CDATA[<p>Why Facebook Home bothers me: It destroys any notion of privacy<br />
<a href="http://gigaom.com/2013/04/04/why-facebook-home-bothers-me-it-destroys-any-notion-of-privacy/" rel="nofollow">http://gigaom.com/2013/04/04/why-facebook-home-bothers-me-it-destroys-any-notion-of-privacy/</a></p>
<p>Facebook’s history as a repeat offender on privacy, and playing loose and easy with our data means that need to be even more vigilant about privacy issues, thanks to this Home app/faux-OS.</p>
<p>The new Home app/UX/quasi-OS is deeply integrated into the Android environment. It takes an effort to shut it down,  because Home’s whole premise is to be always on and be the dashboard to your social world.</p>
<p>But there is a bigger worry. The phone’s GPS can send constant information back to the Facebook servers, telling it your whereabouts at any time.</p>
<p>So if your phone doesn’t move from a single location between the hours of 10 p.m. and 6 a.m. for say a week or so, Facebook can quickly deduce the location of your home. Facebook will be able to pinpoint on a map where your home is, whether you share your personal address with the site or not.</p>
<p>This future is going to happen – and it is too late to debate. However, the problem is that Facebook is going to use all this data — not to improve our lives — but to target better marketing and advertising messages at us. Zuckerberg made no bones about the fact that Facebook will be pushing ads on Home.</p>
]]></content:encoded>
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	<item>
		<title>By: Jutta Ester</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15181</link>
		<dc:creator><![CDATA[Jutta Ester]]></dc:creator>
		<pubDate>Wed, 28 Nov 2012 17:55:54 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15181</guid>
		<description><![CDATA[He who lives on hope, dies of hunger. - German Proverb]]></description>
		<content:encoded><![CDATA[<p>He who lives on hope, dies of hunger. &#8211; German Proverb</p>
]]></content:encoded>
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	<item>
		<title>By: Jewel Schiraldi</title>
		<link>https://www.epanorama.net/blog/2011/04/27/location-data-collecting-smart-phones/comment-page-1/#comment-15180</link>
		<dc:creator><![CDATA[Jewel Schiraldi]]></dc:creator>
		<pubDate>Wed, 28 Nov 2012 11:34:15 +0000</pubDate>
		<guid isPermaLink="false">http://www.epanorama.net/blog/?p=4811#comment-15180</guid>
		<description><![CDATA[A bashful dog never fattens. - German Proverb]]></description>
		<content:encoded><![CDATA[<p>A bashful dog never fattens. &#8211; German Proverb</p>
]]></content:encoded>
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